Stop guessing.
Start prompting with confidence.

You've seen the hype. You've tried a few prompts. But you're still not sure when AI helps, when EPM is the right tool, and how to put them together without losing control.

This 10-page ebook gives FP&A teams a clear, practical answer.

  • Cut the time you spend on variance commentary and board narratives

  • Know exactly which tasks AI accelerates, and which it can't own

  • Use 3 validated prompts your team can copy and run today

  • Build the case for the right AI + EPM model in your organisation

If this sounds like your week…

"I tried ChatGPT for commentary but it kept making numbers up."

You need a prompt structure that grounds the model in approved data, not generic instructions.

"Our OPEX planning is still spreadsheets and emails."

That's an EPM problem, not an AI problem. The ebook explains why and what to do about it.

"I don't know if we need AI or just better EPM."

They're not competing. The ebook shows you exactly which layer owns which job.

"Board pack commentary takes me two days every month."

One of the three prompt examples covers this end-to-end, with a human review checklist included.


What you'll walk away with

Practical tools, not thought leadership

A clear decision model

Know when AI adds value and when EPM is the right answer, mapped to your team's size and complexity.

3 prompts to copy now

Variance commentary, OPEX challenge, and board narrative, each with required inputs and a human review checklist.

A roadmap to propose

A 4-phase path from quick wins to a governed AI + EPM operating model, ready to share with your CFO.

Want to go further with your team?

Propriety Group builds AI + EPM operating models for finance teams.